+8 Commodity PressureHighly specialized deterministic solver and provenance tooling — not easily compressible into a generic AI feature.
NONLINEAR OPTIMIZATION / SOLVER CONTROLjacobian 83 x 74 / rank 74Published values bound to provenance-tagged records: OBSERVED, DERIVED, MODELED, or INFERRED
+0 Model DependencyNo visible reliance on third‑party foundation models; system appears driven by deterministic solvers and custom instrumentation.
NONLINEAR OPTIMIZATION / SOLVER CONTROLjacobian diagnosticsderivative checkpoint PASSED
-12 Workflow OwnershipOperator-driven run/halt loop, save/restore, residual monitoring and event routing indicate this is central to analysts' day-to-day workflow.
MODEL> solver idle; awaiting operator commandoperator-driven run/halt/awaiting command loopsave state / restore
-0 Distribution EmbeddednessLocal prototype with no channel, marketplace, or partner signals; some device/SATCOM hooks but no distribution story.
MODE: UI PROTOTYPE SRC: LOCALlocal filesystem path (C:\MH370\MODEL>)WORKSPACE SOUTHERN INDIAN OCEAN STATE READY SYSTEM STATUS SATCOM ONLINE
-8 Integration DepthClear platform integrations — SATCOM console, provenance bus, filesystem paths, instrumented logs and solver checkpoints show deep technical entanglement.
SATCOM table/consolePROVENANCE BUSlocal filesystem path (C:\MH370\MODEL>)
-0 Enterprise TrustProvenance/auditability and checkpoints signal engineering discipline, but no procurement, compliance, or customer proof to demonstrate enterprise durability.
Published values will be bound to provenance-tagged records: OBSERVED, DERIVED, MODELED, or INFERREDprovenance-tagged recordsMODEL> derivative checkpoint PASSED
-12 Switching CostCheckpointing, provenance-tagged records, and bespoke solver state create real data gravity and operational lock‑in for investigative teams.
save state / restoreprovenance-tagged recordsderivative checkpoints and solver validation messages
-0 Monetization MaturityNo pricing, customers, or commercial signals — labelled as a local prototype and appears pre-commercial.
MODE: UI PROTOTYPE SRC: LOCALpricing hiddenNo marketing, pricing, customers, or AI product claims are present
+4 Category BaselineVertical workflow products start safer than generic assistants.
vertical workflow
-5 Relative PlacementModerately safer than peers — deterministic solver, strong workflow ownership, provenance and checkpointing create real lock‑in despite being a local prototype.
No third‑party model dependency: deterministic nonlinear solver and jacobian diagnostics (model_dependency_risk=0).High workflow ownership and switching cost: operator run/halt loop, save/restore, provenance‑tagged records and derivative checkpoints (workflow_ownership=12, switching_cost=12).Deep integration with operational telemetry and SATCOM/provenance bus indicates technical entanglement beyond a thin app layer (integration_depth=8).